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CLI API Reference

The CLI API provides the command-line interface for Ralph Orchestrator, including commands, arguments, and shell integration.

Claude Code Knowledge Pack7/10/2026

Overview

CLI API Reference

Overview

The CLI API provides the command-line interface for Ralph Orchestrator, including commands, arguments, and shell integration.

Main CLI Interface

RalphCLI Class

class RalphCLI:
    """
    Main CLI interface for Ralph Orchestrator.
    
    Example:
        cli = RalphCLI()
        cli.run(sys.argv[1:])
    """
    
    def __init__(self):
        """Initialize CLI with command registry."""
        self.commands = {
            'run': self.cmd_run,
            'init': self.cmd_init,
            'status': self.cmd_status,
            'clean': self.cmd_clean,
            'config': self.cmd_config,
            'agents': self.cmd_agents,
            'metrics': self.cmd_metrics,
            'checkpoint': self.cmd_checkpoint,
            'rollback': self.cmd_rollback,
            'help': self.cmd_help
        }
        self.parser = self.create_parser()
    
    def create_parser(self) -> argparse.ArgumentParser:
        """
        Create argument parser.
        
        Returns:
            ArgumentParser: Configured parser
        """
        parser = argparse.ArgumentParser(
            prog='ralph',
            description='Ralph Orchestrator - AI task automation',
            formatter_class=argparse.RawDescriptionHelpFormatter,
            epilog="""
Examples:
  ralph run                    # Run with auto-detected agent
  ralph run -a claude          # Run with Claude
  ralph run -a acp             # Run with ACP agent
  ralph run -a acp --acp-agent gemini --acp-permission-mode auto_approve
  ralph status                 # Check current status
  ralph clean                  # Clean workspace
  ralph init                   # Initialize new project
            """
        )
        
        # Global arguments
        parser.add_argument(
            '--version',
            action='version',
            version='%(prog)s 1.0.0'
        )
        
        parser.add_argument(
            '--verbose', '-v',
            action='store_true',
            help='Enable verbose output'
        )
        
        parser.add_argument(
            '--config', '-c',
            help='Configuration file path'
        )
        
        # Subcommands
        subparsers = parser.add_subparsers(
            dest='command',
            help='Available commands'
        )
        
        # Run command
        run_parser = subparsers.add_parser(
            'run',
            help='Run orchestrator'
        )
        run_parser.add_argument(
            '--agent', '-a',
            choices=['claude', 'q', 'gemini', 'acp', 'auto'],
            default='auto',
            help='AI agent to use'
        )
        run_parser.add_argument(
            '--acp-agent',
            default='gemini',
            help='ACP agent command (for -a acp)'
        )
        run_parser.add_argument(
            '--acp-permission-mode',
            choices=['auto_approve', 'deny_all', 'allowlist', 'interactive'],
            default='auto_approve',
            help='Permission handling mode for ACP agent'
        )
        run_parser.add_argument(
            '--prompt', '-p',
            default='PROMPT.md',
            help='Prompt file path'
        )
        run_parser.add_argument(
            '--max-iterations', '-i',
            type=int,
            default=100,
            help='Maximum iterations'
        )
        run_parser.add_argument(
            '--dry-run',
            action='store_true',
            help='Test mode without execution'
        )
        
        # Init command
        subparsers.add_parser(
            'init',
            help='Initialize new project'
        )
        
        # Status command
        subparsers.add_parser(
            'status',
            help='Show current status'
        )
        
        # Clean command
        subparsers.add_parser(
            'clean',
            help='Clean workspace'
        )
        
        # Config command
        config_parser = subparsers.add_parser(
            'config',
            help='Manage configuration'
        )
        config_parser.add_argument(
            'action',
            choices=['show', 'set', 'get'],
            help='Configuration action'
        )
        config_parser.add_argument(
            'key',
            nargs='?',
            help='Configuration key'
        )
        config_parser.add_argument(
            'value',
            nargs='?',
            help='Configuration value'
        )
        
        # Agents command
        subparsers.add_parser(
            'agents',
            help='List available agents'
        )
        
        # Metrics command
        metrics_parser = subparsers.add_parser(
            'metrics',
            help='View metrics'
        )
        metrics_parser.add_argument(
            '--format',
            choices=['text', 'json', 'csv'],
            default='text',
            help='Output format'
        )
        
        # Checkpoint command
        checkpoint_parser = subparsers.add_parser(
            'checkpoint',
            help='Create checkpoint'
        )
        checkpoint_parser.add_argument(
            '--message', '-m',
            help='Checkpoint message'
        )
        
        # Rollback command
        rollback_parser = subparsers.add_parser(
            'rollback',
            help='Rollback to checkpoint'
        )
        rollback_parser.add_argument(
            'checkpoint',
            nargs='?',
            help='Checkpoint ID or "last"'
        )
        
        return parser
    
    def run(self, args: List[str] = None):
        """
        Run CLI with arguments.
        
        Args:
            args (list): Command line arguments
            
        Returns:
            int: Exit code
            
        Example:
            cli = RalphCLI()
            exit_code = cli.run(['run', '--agent', 'claude'])
        """
        args = self.parser.parse_args(args)
        
        # Setup logging
        if args.verbose:
            logging.basicConfig(level=logging.DEBUG)
        else:
            logging.basicConfig(level=logging.INFO)
        
        # Load configuration
        if args.config:
            config = load_config(args.config)
        else:
            config = load_config()
        
        # Execute command
        if args.command:
            command = self.commands.get(args.command)
            if command:
                return command(args, config)
            else:
                print(f"Unknown command: {args.command}")
                return 1
        else:
            self.parser.print_help()
            return 0

Command Implementations

Run Command

def cmd_run(self, args, config):
    """
    Execute the run command.
    
    Args:
        args: Parsed arguments
        config: Configuration dictionary
        
    Returns:
        int: Exit code
        
    Example:
        cli.cmd_run(args, config)
    """
    # Update config with CLI arguments
    if args.agent:
        config['agent'] = args.agent
    if args.prompt:
        config['prompt_file'] = args.prompt
    if args.max_iterations:
        config['max_iterations'] = args.max_iterations
    if args.dry_run:
        config['dry_run'] = True
    
    # Create and run orchestrator
    orchestrator = RalphOrchestrator(config)
    
    try:
        result = orchestrator.run()
        
        if result['success']:
            print(f"✓ Task completed in {result['iterations']} iterations")
            return 0
        else:
            print(f"✗ Task failed: {result.get('error', 'Unknown error')}")
            return 1
            
    except KeyboardInterrupt:
        print("\
⚠ Interrupted by user")
        return 130
    except Exception as e:
        print(f"✗ Error: {str(e)}")
        return 1

Init Command

def cmd_init(self, args, config):
    """
    Initialize new Ralph project.
    
    Args:
        args: Parsed arguments
        config: Configuration dictionary
        
    Returns:
        int: Exit code
        
    Example:
        cli.cmd_init(args, config)
    """
    print("Initializing Ralph Orchestrator project...")
    
    # Create directories
    directories = ['.agent', '.agent/metrics', '.agent/prompts', 
                  '.agent/checkpoints', '.agent/plans']
    for directory in directories:
        os.makedirs(directory, exist_ok=True)
        print(f"  ✓ Created {directory}")
    
    # Create default PROMPT.md
    if not os.path.exists('PROMPT.md'):
        with open('PROMPT.md', 'w') as f:
            f.write("""# Task Description

Describe your task here...

## Requirements
- [ ] Requirement 1
- [ ] Requirement 2

## Success Criteria
- The task is complete when...

""")
        print("  ✓ Created PROMPT.md template")
    
    # Create default config
    if not os.path.exists('ralph.json'):
        with open('ralph.json', 'w') as f:
            json.dump({
                'agent': 'auto',
                'max_iterations': 100,
                'checkpoint_interval': 5
            }, f, indent=2)
        print("  ✓ Created ralph.json config")
    
    # Initialize Git if not present
    if not os.path.exists('.git'):
        subprocess.run(['git', 'init'], capture_output=True)
        print("  ✓ Initialized Git repository")
    
    print("\
✓ Project initialized successfully!")
    print("\
Next steps:")
    print("  1. Edit PROMPT.md with your task")
    print("  2. Run: ralph run")
    
    return 0

Status Command

def cmd_status(self, args, config):
    """
    Show current Ralph status.
    
    Args:
        args: Parsed arguments
        config: Configuration dictionary
        
    Returns:
        int: Exit code
        
    Example:
        cli.cmd_status(args, config)
    """
    print("Ralph Orchestrator Status")
    print("=" * 40)
    
    # Check prompt file
    if os.path.exists('PROMPT.md'):
        print(f"✓ Prompt: PROMPT.md exists")
        
        # Check if task is complete
        with open('PROMPT.md') as f:
            content = f.read()
        # Legacy completion check - no longer used
        # if 'TASK_COMPLETE' in content:
            print("✓ Status: COMPLETE")
        else:
            print("⚠ Status: IN PROGRESS")
    else:
        print("✗ Prompt: PROMPT.md not found")
    
    # Check state
    state_file = '.agent/metrics/state_latest.json'
    if os.path.exists(state_file):
        with open(state_file) as f:
            state = json.load(f)
        
        print(f"\
Latest State:")
        print(f"  Iterations: {state.get('iteration_count', 0)}")
        print(f"  Runtime: {state.get('runtime', 0):.1f}s")
        print(f"  Agent: {state.get('agent', 'none')}")
        print(f"  Errors: {len(state.get('errors', []))}")
    
    # Check available agents
    manager = AgentManager()
    available = manager.detect_available_agents()
    print(f"\
Available Agents: {', '.join(available) if available else 'none'}")
    
    # Check Git status
    result = subprocess.run(
        ['git', 'status', '--porcelain'],
        capture_output=True,
        text=True
    )
    if result.stdout:
        print(f"\
⚠ Uncommitted changes present")
    else:
        print(f"\
✓ Git: clean working directory")
    
    return 0

Clean Command

def cmd_clean(self, args, config):
    """
    Clean Ralph workspace.
    
    Args:
        args: Parsed arguments
        config: Configuration dictionary
        
    Returns:
        int: Exit code
        
    Example:
        cli.cmd_clean(args, config)
    """
    print("Cleaning Ralph workspace...")
    
    # Confirm before cleaning
    response = input("This will remove all Ralph data. Continue? [y/N]: ")
    if response.lower() != 'y':
        print("Cancelled")
        return 0
    
    # Clean directories
    directories = [
        '.agent/metrics',
        '.agent/prompts',
        '.agent/checkpoints',
        '.agent/logs'
    ]
    
    for directory in directories:
        if os.path.exists(directory):
            shutil.rmtree(directory)
            os.makedirs(directory)
            print(f"  ✓ Cleaned {directory}")
    
    # Reset state
    state = StateManager()
    state.reset()
    print("  ✓ Reset state")
    
    print("\
✓ Workspace cleaned successfully!")
    
    return 0

Shell Integration

Bash Completion

# ralph-completion.bash
_ralph_completion() {
    local cur prev opts
    COMPREPLY=()
    cur="${COMP_WORDS[COMP_CWORD]}"
    prev="${COMP_WORDS[COMP_CWORD-1]}"
    
    # Main commands
    opts="run init status clean config agents metrics checkpoint rollback help"
    
    case "${prev}" in
        ralph)
            COMPREPLY=( $(compgen -W "${opts}" -- ${cur}) )
            return 0
            ;;
        --agent|-a)
            COMPREPLY=( $(compgen -W "claude q gemini acp auto" -- ${cur}) )
            return 0
            ;;
        --acp-agent)
            COMPREPLY=( $(compgen -c -- ${cur}) )
            return 0
            ;;
        --acp-permission-mode)
            COMPREPLY=( $(compgen -W "auto_approve deny_all allowlist interactive" -- ${cur}) )
            return 0
            ;;
        --format)
            COMPREPLY=( $(compgen -W "text json csv" -- ${cur}) )
            return 0
            ;;
        config)
            COMPREPLY=( $(compgen -W "show set get" -- ${cur}) )
            return 0
            ;;
    esac
    
    # File completion for prompt files
    if [[ ${cur} == *.md ]]; then
        COMPREPLY=( $(compgen -f -X '!*.md' -- ${cur}) )
        return 0
    fi
    
    COMPREPLY=( $(compgen -W "${opts}" -- ${cur}) )
}

complete -F _ralph_completion ralph

ZSH Completion

# ralph-completion.zsh
#compdef ralph

_ralph() {
    local -a commands
    commands=(
        'run:Run orchestrator'
        'init:Initialize project'
        'status:Show status'
        'clean:Clean workspace'
        'config:Manage configuration'
        'agents:List agents'
        'metrics:View metrics'
        'checkpoint:Create checkpoint'
        'rollback:Rollback to checkpoint'
        'help:Show help'
    )
    
    _arguments \\
        '--version[Show version]' \\
        '--verbose[Enable verbose output]' \\
        '--config[Configuration file]:file:_files' \\
        '1:command:->command' \\
        '*::arg:->args'
    
    case $state in
        command)
            _describe 'command' commands
            ;;
        args)
            case $words[1] in
                run)
                    _arguments \\
                        '--agent[AI agent]:agent:(claude q gemini acp auto)' \\
                        '--prompt[Prompt file]:file:_files -g "*.md"' \\
                        '--max-iterations[Max iterations]:number' \\
                        '--acp-agent[ACP agent command]:command' \\
                        '--acp-permis